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Create app.py

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  1. app.py +18 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+ title = "HKDSE English Language Paper 4 Generator"
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+ description = "This text generation application features three generators, two of which, GPT2 and GPT-NEO, were fine-tuned on HKDSE English Language Paper 4 Part A group interaction prompts. The other generator is GPT-J-6B."
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+ examples = [
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+ ["Zoe Kwan is a 20-year old singer and songwriter who has taken Hong Kong’s music scene by storm."],
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+ ["Zoe only recently began writing songs."],
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+ ["Zoe’s big break came when the godfather of Cantopop Sam Hui stumbled upon a YouTube video of Zoe singing."]
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+ ]
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+ from gradio import inputs
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+ from gradio.inputs import Textbox
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+ from gradio import outputs
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+
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+ generator2 = gr.Interface.load("Wootang01/gpt-neo-125M-finetuned-hkdse-english-paper4")
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+ generator3 = gr.Interface.load("huggingface/EleutherAI/gpt-j-6B")
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+ generator1 = gr.Interface.load("Wootang01/distilgpt2-finetuned-hkdse-english-paper4")
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+ gr.Parallel(generator1, generator2, generator3, inputs=gr.inputs.Textbox(lines=5, label="Enter a sentence to get another sentence."),
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+ title=title, description=description examples=examples).launch(share=False, enable_queue=True)